Carlin JB - Search Results

1

Multiple Imputation for Longitudinal Data: A Tutorial.

Wijesuriya R, Moreno-Betancur M, Carlin JB, White IR, Quartagno M, Lee KJ. Wijesuriya R, et al. Among authors: carlin jb. Stat Med. 2025 Feb 10;44(3-4):e10274. doi: 10.1002/sim.10274. Stat Med. 2025. PMID: 39846338 Free PMC article.

2

Multiple imputation for missing data: fully conditional specification versus multivariate normal imputation.

Lee KJ, Carlin JB. Lee KJ, et al. Among authors: carlin jb. Am J Epidemiol. 2010 Mar 1;171(5):624-32. doi: 10.1093/aje/kwp425. Epub 2010 Jan 27. Am J Epidemiol. 2010. PMID: 20106935

3

Bias and efficiency of multiple imputation compared with complete-case analysis for missing covariate values.

White IR, Carlin JB. White IR, et al. Among authors: carlin jb. Stat Med. 2010 Dec 10;29(28):2920-31. doi: 10.1002/sim.3944. Stat Med. 2010. PMID: 20842622

4

Comparison of methods for imputing ordinal data using multivariate normal imputation: a case study of non-linear effects in a large cohort study.

Lee KJ, Galati JC, Simpson JA, Carlin JB. Lee KJ, et al. Among authors: carlin jb. Stat Med. 2012 Dec 30;31(30):4164-74. doi: 10.1002/sim.5445. Epub 2012 Jul 24. Stat Med. 2012. PMID: 22826110

5

Fractional polynomial adjustment for time-varying covariates in a self-controlled case series analysis.

Lee KJ, Carlin JB. Lee KJ, et al. Among authors: carlin jb. Stat Med. 2014 Jan 15;33(1):105-16. doi: 10.1002/sim.5911. Epub 2013 Jul 19. Stat Med. 2014. PMID: 23868284

6

Diagnosing problems with imputation models using the Kolmogorov-Smirnov test: a simulation study.

Nguyen CD, Carlin JB, Lee KJ. Nguyen CD, et al. Among authors: carlin jb. BMC Med Res Methodol. 2013 Nov 20;13:144. doi: 10.1186/1471-2288-13-144. BMC Med Res Methodol. 2013. PMID: 24252653 Free PMC article.

7

Posterior predictive checking of multiple imputation models.

Nguyen CD, Lee KJ, Carlin JB. Nguyen CD, et al. Among authors: carlin jb. Biom J. 2015 Jul;57(4):676-94. doi: 10.1002/bimj.201400034. Epub 2015 May 3. Biom J. 2015. PMID: 25939490

8

Evaluation of a weighting approach for performing sensitivity analysis after multiple imputation.

Rezvan PH, White IR, Lee KJ, Carlin JB, Simpson JA. Rezvan PH, et al. Among authors: carlin jb. BMC Med Res Methodol. 2015 Oct 13;15:83. doi: 10.1186/s12874-015-0074-2. BMC Med Res Methodol. 2015. PMID: 26464305 Free PMC article.

9

Multiple imputation in the presence of non-normal data.

Lee KJ, Carlin JB. Lee KJ, et al. Among authors: carlin jb. Stat Med. 2017 Feb 20;36(4):606-617. doi: 10.1002/sim.7173. Epub 2016 Nov 15. Stat Med. 2017. PMID: 27862164

10

Survival analysis with time-dependent covariates subject to missing data or measurement error: Multiple Imputation for Joint Modeling (MIJM).

Moreno-Betancur M, Carlin JB, Brilleman SL, Tanamas SK, Peeters A, Wolfe R. Moreno-Betancur M, et al. Among authors: carlin jb. Biostatistics. 2018 Oct 1;19(4):479-496. doi: 10.1093/biostatistics/kxx046. Biostatistics. 2018. PMID: 29040396 Free PMC article.

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